twalthr commented on a change in pull request #9545: [FLINK-13355][docs] Add 
documentation for Temporal Table Join in blink planner
URL: https://github.com/apache/flink/pull/9545#discussion_r319482758
 
 

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 File path: docs/dev/table/streaming/temporal_tables.md
 ##########
 @@ -22,9 +22,13 @@ specific language governing permissions and limitations
 under the License.
 -->
 
-Temporal Tables represent a concept of a (parameterized) view on a changing 
history table that returns the content of a table at a specific point in time.
+Temporal tables represent a concept of changing table that its data is deemed 
to be effective or valid along some time period.
 
-Flink can keep track of the changes applied to an underlying append-only table 
and allows for accessing the table's content at a certain point in time within 
a query.
+The changing table can either be a changing history table which tracks the 
changes (e.g. database changelogs) or a changing dimension table which 
materializes the changes (e.g. database tables).
+
+For the changing history table, Flink can keep track of the changes and allows 
for accessing the content of the table at a certain point in time within a 
query. In Flink, this kind of table is represented by a *Temporal Table 
Function*.
+
+For the changing dimension table, Flink allows for accessing the content of 
the table at processing time within a query. In Flink, this kind of table is 
represented by a *Temporal Table*. In the future, a *Temporal Table* can also 
represents a changing history table.
 
 Review comment:
   Mention that results are not deterministic/not replayable. Remove the future 
sentence for now. This is future work.

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